The added water content of fresh and untreated pork, poultry, fish and praw
ns was adjusted either by dipping in polyphosphate and salt solutions of kn
own concentrations for controlled periods, or by injection (pork) with poly
phosphate and salt solutions. Mixtures were prepared from treated and untre
ated fish and other foods (milk and flour). Liquid uptake was determined by
the weight gain of samples. The proximate composition of the samples was d
etermined: water, fat., protein., NaCl and phosphorus (for polyphosphate co
ntent).
Complex dielectric spectra of each product were measured at known temperatu
res and at 31 frequencies in the range 0.2-12 GHz using an automatic networ
k analyser (ANA) and a 3.0 mm open-ended coaxial sensor.
The spectra were subjected to various procedures.
Principal component analysis (PCA) using the individual complex components.
Regression of the composition data against the principal components to obta
in prediction formulae for composition including liquid uptake (internal cr
oss-validation).
Regression of the composition data against raw spectral data and against ot
her composition variables to obtain similar formulae.
In order to design a simpler instrument, the effect on accuracy was studied
of reducing the number of frequencies in the spectrum and its range. The s
light loss of accuracy engendered by using only five or six frequencies was
acceptable.
The accuracy of the method in predicting liquid uptake and composition was
good. Using one of the compositional variables in the calibration made it e
quivalent to accuracy obtained by proximate analysis, which was the limitin
g factor. Measurements on solutions of glycerol, NaCl and water with precis
ely known composition demonstrated that the intrinsic accuracy of the instr
ument was far better.
A prototype instrument was built and validated using samples of prawns and
herring. (C) 2001 Elsevier Science Ltd. All rights reserved.